Design of driver fatigue warning system based on facial multi-feature fusion

Haonan Long; Run Yuan; Xueli Wang; Chunhui Xiong; Xianghui Tan

doi:10.1117/12.3054488

20 December 2024 Design of driver fatigue warning system based on facial multi-feature fusion

Haonan Long, Run Yuan, Xueli Wang, Chunhui Xiong, Xianghui Tan

Author Affiliations +

Proceedings Volume 13421, Eighth International Conference on Traffic Engineering and Transportation System (ICTETS 2024); 134213K (2024) https://doi.org/10.1117/12.3054488
Event: Eighth International Conference on Traffic Engineering and Transportation System (ICTETS 2024), 2024, Dalian, China

Abstract

This project develops a driver fatigue warning system based on facial multi-feature fusion. Through real-time monitoring and analysis of the driver's eye movement, mouth expression, head posture and other multi-dimensional facial features, advanced image processing technology and deep learning algorithms are used to fuse and process these data. The system can effectively identify the driver's fatigue state and issue a real-time warning during the driving process, to help the driver take timely measures to avoid traffic accidents caused by fatigue driving. The application of this system, it is expected to improve road traffic safety, reduce the potential risks caused by fatigue driving, and help build a safer driving environment.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Haonan Long, Run Yuan, Xueli Wang, Chunhui Xiong, and Xianghui Tan "Design of driver fatigue warning system based on facial multi-feature fusion", Proc. SPIE 13421, Eighth International Conference on Traffic Engineering and Transportation System (ICTETS 2024), 134213K (20 December 2024); https://doi.org/10.1117/12.3054488

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

;

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE